| Out-of-Distribution Detection using Neural Activation Prior | Feb 28, 2024 | Out-of-Distribution Detection | —Unverified | 0 | 0 |
| Addressing Randomness in Evaluation Protocols for Out-of-Distribution Detection | Mar 1, 2022 | Out-of-Distribution Detection | —Unverified | 0 | 0 |
| Out-of-Distribution Detection Using Peer-Class Generated by Large Language Model | Mar 20, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Decomposing Texture and Semantics for Out-of-distribution Detection | Sep 29, 2021 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Out-of-Distribution Detection via Deep Multi-Comprehension Ensemble | Mar 24, 2024 | DiversityOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Out of Distribution Detection via Domain-Informed Gaussian Process State Space Models | Sep 13, 2023 | NavigateOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Beyond Perceptual Distances: Rethinking Disparity Assessment for Out-of-Distribution Detection with Diffusion Models | Sep 16, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Data Invariants to Understand Unsupervised Out-of-Distribution Detection | Nov 26, 2021 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Out-of-Distribution Detection with Reconstruction Error and Typicality-based Penalty | Dec 24, 2022 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| A Multi-Scale Framework for Out-of-Distribution Detection in Dermoscopic Images | Jan 18, 2023 | Out-of-Distribution Detection | —Unverified | 0 | 0 |
| Uncertainty Estimation and Calibration with Finite-State Probabilistic RNNs | Nov 24, 2020 | Out-of-Distribution Detectionreinforcement-learning | —Unverified | 0 | 0 |
| CT-3DFlow : Leveraging 3D Normalizing Flows for Unsupervised Detection of Pathological Pulmonary CT scans | Mar 27, 2024 | Out-of-Distribution Detection | —Unverified | 0 | 0 |
| Uncertainty Estimation and Out-of-Distribution Detection for Counterfactual Explanations: Pitfalls and Solutions | Jul 20, 2021 | counterfactualMedical Diagnosis | —Unverified | 0 | 0 |
| Out-of-Distribution Detection with Class Ratio Estimation | Jun 8, 2022 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| CreINNs: Credal-Set Interval Neural Networks for Uncertainty Estimation in Classification Tasks | Jan 10, 2024 | Binary ClassificationOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Kullback-Leibler Divergence-Based Out-of-Distribution Detection with Flow-Based Generative Models | Feb 9, 2020 | Anomaly DetectionGroup Anomaly Detection | —Unverified | 0 | 0 |
| Uncertainty Estimation and Out-of-Distribution Detection for LiDAR Scene Semantic Segmentation | Oct 11, 2024 | Autonomous VehiclesOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Credal Wrapper of Model Averaging for Uncertainty Estimation in Classification | May 23, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| CORES: Convolutional Response-based Score for Out-of-distribution Detection | Jan 1, 2024 | Out-of-Distribution Detection | —Unverified | 0 | 0 |
| Out-of-Distribution Detection Without Class Labels | Dec 14, 2021 | Anomaly DetectionClustering | —Unverified | 0 | 0 |
| Out-of-Distribution Detection with Overlap Index | Dec 9, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| COOD: Combined out-of-distribution detection using multiple measures for anomaly & novel class detection in large-scale hierarchical classification | Mar 11, 2024 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Out-Of-Distribution Detection With Subspace Techniques And Probabilistic Modeling Of Features | Dec 8, 2020 | Dimensionality ReductionOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Out-of-Distribution Image Detection Using the Normalized Compression Distance | Sep 25, 2019 | Out-of-Distribution Detection | —Unverified | 0 | 0 |
| Overcoming Shortcut Problem in VLM for Robust Out-of-Distribution Detection | Jan 1, 2025 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Packed-Ensembles for Efficient Uncertainty Estimation | Oct 17, 2022 | Classifier calibrationDiversity | —Unverified | 0 | 0 |
| PAL : Pretext-based Active Learning | Oct 29, 2020 | Active LearningMulti-Task Learning | —Unverified | 0 | 0 |
| Controlling Neural Collapse Enhances Out-of-Distribution Detection and Transfer Learning | Feb 15, 2025 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| p-DkNN: Out-of-Distribution Detection Through Statistical Testing of Deep Representations | Jul 25, 2022 | Autonomous DrivingOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Perfect density models cannot guarantee anomaly detection | Dec 7, 2020 | Active LearningAnomaly Detection | —Unverified | 0 | 0 |
| Performance Analysis of Out-of-Distribution Detection on Various Trained Neural Networks | Mar 29, 2021 | Outlier DetectionOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Performance Analysis of Out-of-Distribution Detection on Trained Neural Networks | Apr 26, 2022 | Outlier DetectionOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Uncertainty Estimation and Out-of-Distribution Detection for Deep Learning-Based Image Reconstruction using the Local Lipschitz | May 12, 2023 | Computed Tomography (CT)Data Augmentation | —Unverified | 0 | 0 |
| Contrastive Training for Improved Out-of-Distribution Detection | Jul 10, 2020 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Iterative Deployment Exposure for Unsupervised Out-of-Distribution Detection | Jun 4, 2024 | Out-of-Distribution Detection | —Unverified | 0 | 0 |
| PnPOOD : Out-Of-Distribution Detection for Text Classification via Plug andPlay Data Augmentation | Oct 31, 2021 | Data AugmentationLanguage Modeling | —Unverified | 0 | 0 |
| Contextual Similarity Distillation: Ensemble Uncertainties with a Single Model | Mar 14, 2025 | Bayesian InferenceEfficient Exploration | —Unverified | 0 | 0 |
| Practical Evaluation of Out-of-Distribution Detection Methods for Image Classification | Jan 7, 2021 | General Classificationimage-classification | —Unverified | 0 | 0 |
| Predicted Embedding Power Regression for Large-Scale Out-of-Distribution Detection | Mar 7, 2023 | Out-of-Distribution Detectionregression | —Unverified | 0 | 0 |
| Predict the Future from the Past? On the Temporal Data Distribution Shift in Financial Sentiment Classifications | Oct 19, 2023 | Out-of-Distribution DetectionSentiment Analysis | —Unverified | 0 | 0 |
| Contextualised Out-of-Distribution Detection using Pattern Identication | Oct 24, 2023 | Out-of-Distribution DetectionOut of Distribution (OOD) Detection | —Unverified | 0 | 0 |
| Probabilistic Contrastive Learning with Explicit Concentration on the Hypersphere | May 26, 2024 | Contrastive LearningOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Probabilistic Knowledge Distillation of Face Ensembles | Jan 1, 2023 | Face Image QualityFace Recognition | —Unverified | 0 | 0 |
| Conservative Uncertainty Estimation By Fitting Prior Networks | May 1, 2020 | Out-of-Distribution Detection | —Unverified | 0 | 0 |
| Recursively Feasible Probabilistic Safe Online Learning with Control Barrier Functions | Aug 23, 2022 | Out-of-Distribution DetectionSafe Exploration | —Unverified | 0 | 0 |
| Probabilistic Self-supervised Learning via Scoring Rules Minimization | Sep 5, 2023 | Knowledge DistillationOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Uncertainty estimation for out-of-distribution detection in computational histopathology | Oct 18, 2022 | Out-of-Distribution Detection | —Unverified | 0 | 0 |
| A Data-Centric Approach for Improving Adversarial Training Through the Lens of Out-of-Distribution Detection | Jan 25, 2023 | Data AugmentationOut-of-Distribution Detection | —Unverified | 0 | 0 |
| Prototype-based Optimal Transport for Out-of-Distribution Detection | Oct 10, 2024 | Out-of-Distribution Detection | —Unverified | 0 | 0 |
| ConjNorm: Tractable Density Estimation for Out-of-Distribution Detection | Feb 27, 2024 | Density EstimationOut-of-Distribution Detection | —Unverified | 0 | 0 |
